The solar cycle of activity modulates the occurrence of extreme space weather events at earth, so that the sunspot number (SSN) is a parameter for the overall intensity of space weather. Extreme space weather events can affect critical infrastructure on earth such as communications, satellites and power grids. Space weather also modulates the overall state of the ionosphere which affects communications and satellite operation in low earth orbit.  Well-established statistical tools can give quantitative estimates of the occurrence likelihood of space weather events where there are high quality ground based magnetometer data and indices, that is, over the last few solar cycles. GPS data now spans more than one solar cycle, so that we can begin to discern the detailed relationship between SSN and the overall state of the ionosphere. However, no two solar cycles are of the same duration or activity level. To quantify how SSN translates to space weather risk requires analysis extending back over multiple cycles using observations that are available going back over 150 years, such as the aa index, sunspot records and anecdotal reports of aurorae available over several-100 years. These data are not well-sampled time-series but nevertheless carry information on extreme event occurrence and magnitude. Taken together, these observations can quantify the solar cycle variation of space weather risk and provide new insights into the underlying mechanisms pacing the solar cycle of activity.

S. C. Chapman, T. Dudok de Wit, A solar cycle clock for extreme space weather. Sci Rep 14, 8249 (2024). doi:10.1038/s41598-024-58960-5